scribe-distill

What problem does it solve?

The scribe-distill skill converts confirmed security findings into repeatable, discoverable detection artifacts so researchers do not lose remediation knowledge and can automatically scan for recurring issues.

Core Features & Use Cases

• Pattern extraction and generalization: Strip instance-specific details to express the vulnerability as a reusable code shape or invariant.
• Feasibility assessment: Classify findings as static-feasible, agentic-feasible, or not automatable using the provided criteria.
• Sigil creation and validation: Produce checks or knowledge artifacts with YAML frontmatter, grep-able patterns, assessment guidance, and validation steps to integrate into the project's spellbook.
• Use case: After confirming a vulnerability in an audit, run scribe-distill to generate a detection check that can be applied across the codebase to find variants and prevent regressions.

Quick Start

Ask the scribe-distill skill to "distill this finding" and attach the finding file plus contextual metadata so it can assess feasibility and create a detection module.